Non-intrusive load identification based on CF-MF-SE joint feature

Non-intrusive load identification based on CF-MF-SE joint feature

Aiming at the problems of the current non-intrusive load identification,such as too long model training time and low identification accuracy of electrical appliances with similar load characteristics,a non-intrusive load identification method based on CF-MF-SE joint feature was proposed.Based on the...

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Bibliographic Details
Main Authors: Guoqing AN, Yufei LIANG, Ziyao JIANG, Zheng LI, Qi AN, He CHEN, Qiang WANG, Jiacheng BAI
Format: Article
Language:zho
Published: Hebei University of Science and Technology 2021-10-01
Series:Journal of Hebei University of Science and Technology
Subjects:
electrical measuring technology and its instrumentation; non-intrusive load identification; spectral entropy; support vector machine; particle swarm optimization
Online Access:http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b202105004&flag=1&journal_

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